{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import random\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[5, 3, 6, 8, 10, 8, 10, 9, 5, 4]\n"
     ]
    }
   ],
   "source": [
    "rand_list=[]\n",
    "n=10\n",
    "for i in range(n):\n",
    "    rand_list.append(random.randint(3,10))\n",
    "print(rand_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.lineplot(rand_list)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
